Main Article Content
Abstract
Purpose – This study aims to identify and analyze the key determinants influencing small and medium-sized enterprises (SMEs) compliance with trade zakat obligations in East Java, where zakat collection from the SME sector remains relatively low despite its socioeconomic potential.
Methodology – This study adopts a quantitative approach utilizing Structural Equation Modelling (SEM) to analyze data collected through a structured questionnaire distributed to SME owners in East Java. In total, 171 valid responses were obtained. The six variables examined included entrepreneurs’ attitude, zakat literacy, role of zakat administrators, length of business, profitability, religiosity, and zakat.
Findings – The results show that zakat administrators have a significant positive influence on SMEs’ willingness to pay zakat, whereas religiosity, zakat literacy, and entrepreneurs’ attitudes do not significantly affect willingness to pay. Additionally, religiosity, zakat administrators, and length of business significantly affected zakat literacy among SME owners.
Implications – The findings highlight the strategic role of zakat administrators in promoting zakat compliance. Strengthening institutional roles and outreach programs can help increase zakat literacy and willingness to pay among SMEs, contributing to more effective zakat collection and socioeconomic development.
Originality – This study contributes to the limited empirical literature on trade zakat compliance among SMEs in Indonesia by examining institutional and behavioral factors using a structured SEM approach. This underscores the need to shift focus toward institutional effectiveness rather than solely on individual religiosity or awareness.
Keywords
Article Details
Copyright (c) 2025 Ghifary Duyufur Rohman, Fahd Al-Shaghdari

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Authors who publish with this journal agree to the following terms:
- Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution-ShareAlike 4.0 International License that allows others to share the work with an acknowledgement of the work's authorship and initial publication in this journal.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgement of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (See The Effect of Open Access).
References
- Abioye, Oladimeji, M., Har Sani Mohamad, M., & Akhyar Adnan, M. (2013). Antecedents of zakat payers’ trust in an emerging zakat sector: An exploratory study. Journal of Islamic Accounting and Business Research, 4(1), 4–25. https://doi.org/10.1108/17590811311314267
- Accounting and Auditing Organization for Islamic Financial Institutions. (2017). Shariah standards: Accounting and auditing standards for Islamic financial institutions. https://aaoifi.com/shariaa-standards/?lang=en
- Afiyana, I. F. ., Nugroho, L., Fitrijanti, T., & Sukmadilaga, C. (2019). Tantangan pengelolaan dana zakat di Indonesia dan literasi zakat. Akuntabel, 16(2), 222–229. https://doi.org/10.29264/jakt.v16i2.6013
- Ahmad, S., Nor, N. G. M., & Daud, Z. (2011). Tax-based modeling of zakat compliance. Jurnal Ekonomi Malaysia, 45(1), 101–108. https://www.ukm.my/jem/wp-content/uploads/2021/06/jeko_45-11.pdf
- Ahmed, R. R., Vveinhardt, J., Streimikiene, D., & ... (2019). Application of the theory of planned behaviour model for examining customers’ intentions towards Islamic hire purchase financing. https://vb.lsu.lt/object/elaba:36337261/36337261.pdf DOI: https://doi.org/10.5755/j01.ee.30.2.21589
- Ajzen, I. (1991). The theory of planned behavior. Organizational Behavior and Human Decision Processes, 50(2), 179–211. https://doi.org/https://doi.org/10.1016/0749-5978(91)90020-T DOI: https://doi.org/10.1016/0749-5978(91)90020-T
- Ansong, A., & Gyensare, M. A. (2012). Determinants of university working-students’ financial literacy at the University of Cape Coast, Ghana. International Journal of Biometrics, 7, 126. https://api.semanticscholar.org/CorpusID:46718163 DOI: https://doi.org/10.5539/ijbm.v7n9p126
- Arifin, J., Khusnul Mubarok, F., & Fahmi Zaki Fuadi, N. (2022). The effect of zakat literacy, religiosity, and income on the decision to pay agricultural zakat. International Journal of Zakat, 7(2). https://doi.org/10.37706/ijaz.v7i2.444 DOI: https://doi.org/10.37706/ijaz.v7i2.444
- Ashraf, M. A. (2023). Theory of Islamic planned behavior: Applying to investors’ Sukuk purchase intention. Journal of Islamic Accounting and Business Research, 14(4), 554–573. https://doi.org/10.1108/JIABR-03-2021-0096 DOI: https://doi.org/10.1108/JIABR-03-2021-0096
- Badan Amil Zakat Nasional. (2024). Outlook zakat Indonesia 2024. www.baznas.go.id. https://www.puskasbaznas.com/publications/books/1857-buku-outlook-zakat-indonesia-2024
- Badan Amil Zakat Nasional. (2025). Outlook zakat Indonesia 2025. www.baznas.go.id. https://www.iconzbaznas.com/publications/index.php/books/article/view/155
- Beik, I. S., & Alhasanah, I. M. (2017). Analisis faktor-faktor yang mempengaruhi tingkat partisipasi dan pemilihan tempat berzakat dan berinfak. Jurnal Ekonomi & Keuangan Islam, 2(1), 64–75. https://doi.org/10.20885/jeki.vol2.iss1.art6 DOI: https://doi.org/10.20885/jeki.vol2.iss1.art6
- Bin-Nashwan, S. A., Abdul-Jabbar, H., & Aziz, S. A. (2021). Does trust in zakat institution enhance entrepreneurs’ zakat compliance? Journal of Islamic Accounting and Business Research, 12(5), 768–790. https://doi.org/10.1108/JIABR-09-2020-0282 DOI: https://doi.org/10.1108/JIABR-09-2020-0282
- Badan Pusat Statistik. (2024a). Data jumlah penduduk menurut provinsi di Indonesia (Ribu Jiwa), 2024. https://sulut.bps.go.id/id/statistics-table/2/OTU4IzI=/jumlah-penduduk-menurut-provinsi-di-indonesia.html
- Badan Pusat Statistik. (2024b). Jumlah perusahaan industri skala mikro dan kecil menurut provinsi (Unit). https://www.bps.go.id/id/statistics-table/2/NDQwIzI=/jumlah-perusahaan-industri-skala-mikro-dan-kecil-menurut-provinsi.html
- Brilianty, V. M. (2022). Literasi zakat untuk pemberdayaan muzzaki melalui platform digital (Studi kasus di LAZISMU Menteng, Jakarta Pusat). IMEJ: Islamic Management and Empowerment Journal, 4(2), 163–178. https://doi.org/10.18326/imej.v4i2.163-178
- Chin, W., & Marcoulides, G. (1998). The partial least squares approach to structural equation modeling. Modern Methods for Business Research, 8. https://www.researchgate.net/publication/311766005_The_Partial_Least_Squares_Approach_to_Structural_Equation_Modeling
- Choiriyah, E. A. N., Kafi, A., Hikmah, I. F., & Indrawan, I. W. (2020). Zakat and poverty alleviation in Indonesia: A panel analysis at provincial level. Journal of Islamic Monetary Economics and Finance, 6(4), 811–832. https://doi.org/10.21098/jimf.v6i4.1122 DOI: https://doi.org/10.21098/jimf.v6i4.1122
- Duyufur Rohman, G. (2023). الناس رغبة على وفهمهم الشرقية الجاوى مجتمع ثقة مستوى تأثير في الزكاة مؤسسات خالل من الزكاة دفع في الناس رغبة على وفهمهم الشرقية الجاوى مجتمع ثقة مستوى تأثير إندونيسيا : تحليبية كمية دراسة. Al-Majaalis: Jurnal Dirasat Islamiyah, 11(2). https://doi.org/10.37397/amj.v11i1.312. DOI: https://doi.org/10.37397/amj.v11i1.312
- Fornell, C., & Larcker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of Marketing Research, 18(1), 39–50. https://doi.org/10.2307/3151312 DOI: https://doi.org/10.1177/002224378101800104
- Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2010). Multivariate data analysis (7th ed.). Pearson Prentice Hall.
- Hair, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, Marko. (2017). A primer on partial least squares structural equation modeling (PLS-SEM). Sage. https://www.researchgate.net/publication/354331182_A_Primer_on_Partial_Least_Squares_Structural_Equation_Modeling_PLS-SEM/link/61337445c69a4e48797b29cd/download?_tp=eyJjb250ZXh0Ijp7ImZpcnN0UGFnZSI6Il9kaXJlY3QiLCJwYWdlIjoicHVibGljYXRpb24ifX0
- Hair, J. F., Tomas, G., Hult, M., Ringle, C. M., & Sarstedt, M. (2014). A primer on partial least squares structural equation modeling (PLS-SEM). https://www.researchgate.net/publication/354331182
- Haki, U. (2020). Syi’ar iqtishadi pengaruh pengetahuan zakat dan citra lembaga terhadap minat muzakki dalam membayar zakat fitrah. 4(1). http://dx.doi.org/10.35448/jiec.v4i1.8182 DOI: https://doi.org/10.35448/jiec.v4i1.8182
- Hakimi, F., Widiastuti, T., Al-Mustofa, M. U., & Al Husanaa’, R. (2021). Positive effect of attitude, peer influence, and knowledge zakat on zakat compliance behavior: Update in Covid 19. Journal of Islamic Economic Laws, 4(2). https://doi.org/10.23917/jisel.v4i2.13859 DOI: https://doi.org/10.23917/jisel.v4i2.13859
- Hamat, Z. (2014). Sustainable zakat accounting in Malaysia: An analysis. Mediterranean Journal of Social Sciences, 5. https://doi.org/10.5901/mjss.2014.v5n19p139 DOI: https://doi.org/10.5901/mjss.2014.v5n19p139
- Hamdani, L., Sunarsih, S., Yusfiarto, R., Rizal, A., & Khoirunnisa, A. N. (2024). Social media, trust and intention to pay zakat through institution: Lessons from Indonesian experience. Journal of Islamic Marketing, 15(9), 2399–2418. https://doi.org/10.1108/JIMA-01-2023-0016 DOI: https://doi.org/10.1108/JIMA-01-2023-0016
- Henseler, J., & Chin, W. W. (2010). A comparison of approaches for the analysis of interaction effects between latent variables using partial least squares path modeling. Structural Equation Modeling, 17(1), 82–109. https://doi.org/10.1080/10705510903439003 DOI: https://doi.org/10.1080/10705510903439003
- Henseler, J., Ringle, C. M., & Sarstedt, M. (2015). A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal of the Academy of Marketing Science, 43(1), 115–135. https://doi.org/10.1007/s11747-014-0403-8 DOI: https://doi.org/10.1007/s11747-014-0403-8
- Hasanah, U., Maghfur, M., & Qomar, M. N. (2021). Literasi zakat: Interpretasi masyarakat terhadap kewajiban membayar zakat. Journal of Islamic Social Finance Management, 2(1), 83-92. https://doi.org/10.24952/jisfim.v2i1.3822 DOI: https://doi.org/10.24952/jisfim.v2i1.3822
- Idris, K. M., Bidin, Z., & Saad, R. A. J. (2012). Islamic religiosity measurement and its relationship with business income zakat compliance behavior. Jurnal Pengurusan, 34, 3-10. https://www.ukm.my/jurnalpengurusan/wp-content/uploads/2022/10/jp_34-1.pdf DOI: https://doi.org/10.17576/pengurusan-2012-34-01
- Kasri, R. A., & Sosianti, M. W. (2023). Determinants of the intention to pay zakat online: The case of Indonesia. Journal of Islamic Monetary Economics and Finance, 9(2), 275–294. https://doi.org/10.21098/jimf.v9i2.1664 DOI: https://doi.org/10.21098/jimf.v9i2.1664
- Kasri, R. A., & Yuniar, A. M. (2021). Determinants of digital zakat payments: Lessons from Indonesian experience. Journal of Islamic Accounting and Business Research, 12(3), 362–379. https://doi.org/10.1108/JIABR-08-2020-0258 DOI: https://doi.org/10.1108/JIABR-08-2020-0258
- Kasri, R., & Chaerunnisa, S. (2021). The role of knowledge, trust, and religiosity in explaining the online cash waqf amongst Muslim millennials. Journal of Islamic Marketing, ahead-of-print. https://doi.org/10.1108/JIMA-04-2020-0101 DOI: https://doi.org/10.1108/JIMA-04-2020-0101
- Khamis, M. R. bin, Md Salleh, A., & Samad Nawi, A. (2011). Compliance behavior of business zakat payment in Malaysia: A theoretical economic exposition. 8th International Conference on Islamic Economics and Finance. http://www.iefpedia.com/english/wp-content/uploads/2011/12/Mohd.Rahim-Khamis.pdf
- Liñán, F., & Chen, Y. (2009). Development and cross–cultural application of a specific instrument to measure entrepreneurial intentions. Entrepreneurship Theory and Practice, 33(3), 593–617. https://doi.org/10.1111/j.1540-6520.2009.00318.x DOI: https://doi.org/10.1111/j.1540-6520.2009.00318.x
- Lusardi, A., Mitchell, O. S., & Curto, V. (2010). Financial literacy among the young. Journal of Consumer Affairs, 44(2), 358–380. https://doi.org/10.1111/j.1745-6606.2010.01173.x DOI: https://doi.org/10.1111/j.1745-6606.2010.01173.x
- Lusia, Ferina. I. (2022). Literasi zakat pelakuusaha mikro dan kecil pedagang kaki lima Terminal Teluk Kuantan (Skripsi). Universitas Islam Kuantan Singingi Teluk Kuantan. http://repository.uniks.ac.id/38/1/SKRIPSI%20FERINA%20INTAN.pdf
- Ma’ruf, A., Saleh, S., & Susamto, A. A. (2025). The satisfaction of Muzakki and its determinants: The case of Indonesian professional income zakat payers. Journal of Islamic Marketing. https://doi.org/10.1108/JIMA-05-2024-0195 DOI: https://doi.org/10.1108/JIMA-05-2024-0195
- Majid, R., & Maulana, A. (2023). The initial discussions of MSMEs’ green Sukuk through Islamic securities crowdfunding: Behavioral intentions study of prospective investors (pp. 316–343). https://doi.org/10.2991/978-94-6463-176-0_21 DOI: https://doi.org/10.2991/978-94-6463-176-0_21
- Mohd Dali, N. R. S., Yousafzai, S., & Abdul Hamid, H. (2019). Religiosity scale development. Journal of Islamic Marketing, 10(1), 227–248. https://doi.org/10.1108/JIMA-11-2016-0087 DOI: https://doi.org/10.1108/JIMA-11-2016-0087
- Mustafa, M. O. A., Mohamad, M. H. S., & Adnan, M. A. (2013). Antecedents of zakat payers' trust in an emerging zakat sector: an exploratory study. Journal of Islamic Accounting and Business Research, 4(1), 4-25. https://doi.org/10.1108/17590811311314267 DOI: https://doi.org/10.1108/17590811311314267
- Nunnally, J. C. (1978). An overview of psychological measurement. Dalam B. B. Wolman (Ed.), Clinical diagnosis of mental disorders: A handbook (pp. 97–146). Springer US. https://doi.org/10.1007/978-1-4684-2490-4_4 DOI: https://doi.org/10.1007/978-1-4684-2490-4_4
- Othman, Y. H.-, Alwi, I., Yusuff, M. S. S., & Saufi, M. S. A. M. (2017). The influence of attitude, subjective norm, and Islamic religiosity on compliance behavior of income zakat among educators. International Journal of Academic Research in Business and Social Sciences, 7(11). https://doi.org/10.6007/ijarbss/v7-i11/3549 DOI: https://doi.org/10.6007/IJARBSS/v7-i11/3549
- Peng, T.-C. M., Bartholomae, S., Fox, J. J., & Cravener, G. (2007). The impact of personal finance education delivered in high school and college courses. Journal of Family and Economic Issues, 28(2), 265–284. https://doi.org/10.1007/s10834-007-9058-7 DOI: https://doi.org/10.1007/s10834-007-9058-7
- Pertiwi, I. (2020). Pengaruh tingkat pendapatan, literasi zakat dan kepercayaan terhadap minat masyarakat dalam membayar zakat pada Baznas Provinsi Lampung. BWI, Jurnal Ilmu Manajemen Dan Akuntansi, 8(1), 1–9. https://doi.org/10.33366/ref.v8i1.1534
- Rahim, S. A. A., Rashid, R. A., & Hamed, A. B. Bin. (2016). Islamic financial literacy and its determinants among university students: An exploratory factor analysis. International Journal of Economics and Financial Issues, 6, 32–35. https://api.semanticscholar.org/CorpusID:157313863
- Razak, S. H. A. (2020). Zakat and waqf as instrument of Islamic wealth in poverty alleviation and redistribution: Case of Malaysia. International Journal of Sociology and Social Policy, 40(3–4), 249–266. https://doi.org/10.1108/IJSSP-11-2018-0208 DOI: https://doi.org/10.1108/IJSSP-11-2018-0208
- Rehman, K., & Mia, M. A. (2024). Determinants of financial literacy: A systematic review and future research directions. Future Business Journal, 10(1). https://doi.org/10.1186/s43093-024-00365-x DOI: https://doi.org/10.1186/s43093-024-00365-x
- Saad, R. A. J., Farouk, A. U., & Abdul Kadir, D. (2020). Business zakat compliance behavioral intention in a developing country. Journal of Islamic Accounting and Business Research, 11(2), 511-530. https://doi.org/10.1108/JIABR-03-2018-0036 DOI: https://doi.org/10.1108/JIABR-03-2018-0036
- Sabiq, S. (1983). Fiqh sunnah. Daarul Fikr.
- Salma, U., Azizah, A., Suryana, A. M., & Choirin, M. (2021). The impact of zakat against poverty alleviation, inequality & economic growth (Case study of Indonesia). 5 Th International Conference of Zakat Proceedings. https://www.iconzbaznas.com/submission/index.php/proceedings/article/view/339
- Sarigul, S., & Rui, H. (2014). Nowcasting obesity in the U.S. using Google search volume data (Issue 166113). https://EconPapers.repec.org/RePEc:ags:aajs14:166113
- Sarstedt, M., Ringle, C. M., & Hair, J. F. (2017). Partial least squares structural equation modeling. Dalam Handbook of market research (pp. 1–40). Springer International Publishing. https://doi.org/10.1007/978-3-319-05542-8_15-1 DOI: https://doi.org/10.1007/978-3-319-05542-8_15-1
- Sawmar, A. A., & Mohammed, M. O. (2021). Enhancing zakat compliance through good governance: A conceptual framework. ISRA International Journal of Islamic Finance, 13(1), 136–154. https://doi.org/10.1108/IJIF-10-2018-0116 DOI: https://doi.org/10.1108/IJIF-10-2018-0116
- Scott, W. (2005). Institutional theory: Contributing to a theoretical research program. https://www.researchgate.net/publication/265348080_Institutional_Theory_Contributing_to_a_Theoretical_Research_Program DOI: https://doi.org/10.1093/oso/9780199276813.003.0022
- Shukor, S. A., & Jamal, A. (2013). Developing scales for measuring religiosity in the context of consumer research. Middle East Journal of Scientific Research, 13, 69–74. https://doi.org/10.5829/idosi.mejsr.2013.13.1884
- Soemitra, A., & Nasution, J. (2021). The influence of zakat literacy, trust, and ease of digital payments on Generation Z and Y intention in paying zakat to Amil Zakat Organizations. 5th International Conference of Zakat Proceedings. https://doi.org/10.37706/iconz.2021.266
- Vamvaka, V., Stoforos, C., Palaskas, T., & Botsaris, C. (2020). Attitude toward entrepreneurship, perceived behavioral control, and entrepreneurial intention: Dimensionality, structural relationships, and gender differences. Journal of Innovation and Entrepreneurship, 9(1). https://doi.org/10.1186/s13731-020-0112-0 DOI: https://doi.org/10.1186/s13731-020-0112-0
- Wezel, Filippo Carlo, & Saka-Helmhout, Ayse. (2006). Antecedents and consequences of organizational change: ‘Institutionalizing’ the behavioral theory of the firm. Organization Studies, 27(2), 265–286. https://doi.org/10.1177/0170840605057670 DOI: https://doi.org/10.1177/0170840605057670
- Worthington, E. L., Jr., Wade, N. G., Hight, T. L., Ripley, J. S., McCullough, M. E., Berry, J. W., Schmitt, M. M., Berry, J. T., Bursley, K. H., & O'Connor, L. (2003). The Religious Commitment Inventory--10: Development, refinement, and validation of a brief scale for research and counseling. Journal of Counseling Psychology, 50(1), 84–96. https://doi.org/10.1037/0022-0167.50.1.84 DOI: https://doi.org/10.1037//0022-0167.50.1.84
- Wu, D., & Mgt, M. (2009). Measuring performance in small and medium enterprises in the information & communication technology industries. https://api.semanticscholar.org/CorpusID:166824275
- Yuliani, M., Meliza, D., & Fitrianto, &. (2018). Analisis faktor-faktor penyebab keengganan masyarakat membayar zakat melalui Baznas Kabupaten Kuantan Singingi. Jurnal Tabarru’: Islamic Banking and Finance, 1(2). https://doi.org/10.25299/jtb.2018.vol1(2).2665 DOI: https://doi.org/10.25299/jtb.2018.vol1(2).2665
References
Abioye, Oladimeji, M., Har Sani Mohamad, M., & Akhyar Adnan, M. (2013). Antecedents of zakat payers’ trust in an emerging zakat sector: An exploratory study. Journal of Islamic Accounting and Business Research, 4(1), 4–25. https://doi.org/10.1108/17590811311314267
Accounting and Auditing Organization for Islamic Financial Institutions. (2017). Shariah standards: Accounting and auditing standards for Islamic financial institutions. https://aaoifi.com/shariaa-standards/?lang=en
Afiyana, I. F. ., Nugroho, L., Fitrijanti, T., & Sukmadilaga, C. (2019). Tantangan pengelolaan dana zakat di Indonesia dan literasi zakat. Akuntabel, 16(2), 222–229. https://doi.org/10.29264/jakt.v16i2.6013
Ahmad, S., Nor, N. G. M., & Daud, Z. (2011). Tax-based modeling of zakat compliance. Jurnal Ekonomi Malaysia, 45(1), 101–108. https://www.ukm.my/jem/wp-content/uploads/2021/06/jeko_45-11.pdf
Ahmed, R. R., Vveinhardt, J., Streimikiene, D., & ... (2019). Application of the theory of planned behaviour model for examining customers’ intentions towards Islamic hire purchase financing. https://vb.lsu.lt/object/elaba:36337261/36337261.pdf DOI: https://doi.org/10.5755/j01.ee.30.2.21589
Ajzen, I. (1991). The theory of planned behavior. Organizational Behavior and Human Decision Processes, 50(2), 179–211. https://doi.org/https://doi.org/10.1016/0749-5978(91)90020-T DOI: https://doi.org/10.1016/0749-5978(91)90020-T
Ansong, A., & Gyensare, M. A. (2012). Determinants of university working-students’ financial literacy at the University of Cape Coast, Ghana. International Journal of Biometrics, 7, 126. https://api.semanticscholar.org/CorpusID:46718163 DOI: https://doi.org/10.5539/ijbm.v7n9p126
Arifin, J., Khusnul Mubarok, F., & Fahmi Zaki Fuadi, N. (2022). The effect of zakat literacy, religiosity, and income on the decision to pay agricultural zakat. International Journal of Zakat, 7(2). https://doi.org/10.37706/ijaz.v7i2.444 DOI: https://doi.org/10.37706/ijaz.v7i2.444
Ashraf, M. A. (2023). Theory of Islamic planned behavior: Applying to investors’ Sukuk purchase intention. Journal of Islamic Accounting and Business Research, 14(4), 554–573. https://doi.org/10.1108/JIABR-03-2021-0096 DOI: https://doi.org/10.1108/JIABR-03-2021-0096
Badan Amil Zakat Nasional. (2024). Outlook zakat Indonesia 2024. www.baznas.go.id. https://www.puskasbaznas.com/publications/books/1857-buku-outlook-zakat-indonesia-2024
Badan Amil Zakat Nasional. (2025). Outlook zakat Indonesia 2025. www.baznas.go.id. https://www.iconzbaznas.com/publications/index.php/books/article/view/155
Beik, I. S., & Alhasanah, I. M. (2017). Analisis faktor-faktor yang mempengaruhi tingkat partisipasi dan pemilihan tempat berzakat dan berinfak. Jurnal Ekonomi & Keuangan Islam, 2(1), 64–75. https://doi.org/10.20885/jeki.vol2.iss1.art6 DOI: https://doi.org/10.20885/jeki.vol2.iss1.art6
Bin-Nashwan, S. A., Abdul-Jabbar, H., & Aziz, S. A. (2021). Does trust in zakat institution enhance entrepreneurs’ zakat compliance? Journal of Islamic Accounting and Business Research, 12(5), 768–790. https://doi.org/10.1108/JIABR-09-2020-0282 DOI: https://doi.org/10.1108/JIABR-09-2020-0282
Badan Pusat Statistik. (2024a). Data jumlah penduduk menurut provinsi di Indonesia (Ribu Jiwa), 2024. https://sulut.bps.go.id/id/statistics-table/2/OTU4IzI=/jumlah-penduduk-menurut-provinsi-di-indonesia.html
Badan Pusat Statistik. (2024b). Jumlah perusahaan industri skala mikro dan kecil menurut provinsi (Unit). https://www.bps.go.id/id/statistics-table/2/NDQwIzI=/jumlah-perusahaan-industri-skala-mikro-dan-kecil-menurut-provinsi.html
Brilianty, V. M. (2022). Literasi zakat untuk pemberdayaan muzzaki melalui platform digital (Studi kasus di LAZISMU Menteng, Jakarta Pusat). IMEJ: Islamic Management and Empowerment Journal, 4(2), 163–178. https://doi.org/10.18326/imej.v4i2.163-178
Chin, W., & Marcoulides, G. (1998). The partial least squares approach to structural equation modeling. Modern Methods for Business Research, 8. https://www.researchgate.net/publication/311766005_The_Partial_Least_Squares_Approach_to_Structural_Equation_Modeling
Choiriyah, E. A. N., Kafi, A., Hikmah, I. F., & Indrawan, I. W. (2020). Zakat and poverty alleviation in Indonesia: A panel analysis at provincial level. Journal of Islamic Monetary Economics and Finance, 6(4), 811–832. https://doi.org/10.21098/jimf.v6i4.1122 DOI: https://doi.org/10.21098/jimf.v6i4.1122
Duyufur Rohman, G. (2023). الناس رغبة على وفهمهم الشرقية الجاوى مجتمع ثقة مستوى تأثير في الزكاة مؤسسات خالل من الزكاة دفع في الناس رغبة على وفهمهم الشرقية الجاوى مجتمع ثقة مستوى تأثير إندونيسيا : تحليبية كمية دراسة. Al-Majaalis: Jurnal Dirasat Islamiyah, 11(2). https://doi.org/10.37397/amj.v11i1.312. DOI: https://doi.org/10.37397/amj.v11i1.312
Fornell, C., & Larcker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of Marketing Research, 18(1), 39–50. https://doi.org/10.2307/3151312 DOI: https://doi.org/10.1177/002224378101800104
Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2010). Multivariate data analysis (7th ed.). Pearson Prentice Hall.
Hair, J. F., Hult, G. T. M., Ringle, C. M., & Sarstedt, Marko. (2017). A primer on partial least squares structural equation modeling (PLS-SEM). Sage. https://www.researchgate.net/publication/354331182_A_Primer_on_Partial_Least_Squares_Structural_Equation_Modeling_PLS-SEM/link/61337445c69a4e48797b29cd/download?_tp=eyJjb250ZXh0Ijp7ImZpcnN0UGFnZSI6Il9kaXJlY3QiLCJwYWdlIjoicHVibGljYXRpb24ifX0
Hair, J. F., Tomas, G., Hult, M., Ringle, C. M., & Sarstedt, M. (2014). A primer on partial least squares structural equation modeling (PLS-SEM). https://www.researchgate.net/publication/354331182
Haki, U. (2020). Syi’ar iqtishadi pengaruh pengetahuan zakat dan citra lembaga terhadap minat muzakki dalam membayar zakat fitrah. 4(1). http://dx.doi.org/10.35448/jiec.v4i1.8182 DOI: https://doi.org/10.35448/jiec.v4i1.8182
Hakimi, F., Widiastuti, T., Al-Mustofa, M. U., & Al Husanaa’, R. (2021). Positive effect of attitude, peer influence, and knowledge zakat on zakat compliance behavior: Update in Covid 19. Journal of Islamic Economic Laws, 4(2). https://doi.org/10.23917/jisel.v4i2.13859 DOI: https://doi.org/10.23917/jisel.v4i2.13859
Hamat, Z. (2014). Sustainable zakat accounting in Malaysia: An analysis. Mediterranean Journal of Social Sciences, 5. https://doi.org/10.5901/mjss.2014.v5n19p139 DOI: https://doi.org/10.5901/mjss.2014.v5n19p139
Hamdani, L., Sunarsih, S., Yusfiarto, R., Rizal, A., & Khoirunnisa, A. N. (2024). Social media, trust and intention to pay zakat through institution: Lessons from Indonesian experience. Journal of Islamic Marketing, 15(9), 2399–2418. https://doi.org/10.1108/JIMA-01-2023-0016 DOI: https://doi.org/10.1108/JIMA-01-2023-0016
Henseler, J., & Chin, W. W. (2010). A comparison of approaches for the analysis of interaction effects between latent variables using partial least squares path modeling. Structural Equation Modeling, 17(1), 82–109. https://doi.org/10.1080/10705510903439003 DOI: https://doi.org/10.1080/10705510903439003
Henseler, J., Ringle, C. M., & Sarstedt, M. (2015). A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal of the Academy of Marketing Science, 43(1), 115–135. https://doi.org/10.1007/s11747-014-0403-8 DOI: https://doi.org/10.1007/s11747-014-0403-8
Hasanah, U., Maghfur, M., & Qomar, M. N. (2021). Literasi zakat: Interpretasi masyarakat terhadap kewajiban membayar zakat. Journal of Islamic Social Finance Management, 2(1), 83-92. https://doi.org/10.24952/jisfim.v2i1.3822 DOI: https://doi.org/10.24952/jisfim.v2i1.3822
Idris, K. M., Bidin, Z., & Saad, R. A. J. (2012). Islamic religiosity measurement and its relationship with business income zakat compliance behavior. Jurnal Pengurusan, 34, 3-10. https://www.ukm.my/jurnalpengurusan/wp-content/uploads/2022/10/jp_34-1.pdf DOI: https://doi.org/10.17576/pengurusan-2012-34-01
Kasri, R. A., & Sosianti, M. W. (2023). Determinants of the intention to pay zakat online: The case of Indonesia. Journal of Islamic Monetary Economics and Finance, 9(2), 275–294. https://doi.org/10.21098/jimf.v9i2.1664 DOI: https://doi.org/10.21098/jimf.v9i2.1664
Kasri, R. A., & Yuniar, A. M. (2021). Determinants of digital zakat payments: Lessons from Indonesian experience. Journal of Islamic Accounting and Business Research, 12(3), 362–379. https://doi.org/10.1108/JIABR-08-2020-0258 DOI: https://doi.org/10.1108/JIABR-08-2020-0258
Kasri, R., & Chaerunnisa, S. (2021). The role of knowledge, trust, and religiosity in explaining the online cash waqf amongst Muslim millennials. Journal of Islamic Marketing, ahead-of-print. https://doi.org/10.1108/JIMA-04-2020-0101 DOI: https://doi.org/10.1108/JIMA-04-2020-0101
Khamis, M. R. bin, Md Salleh, A., & Samad Nawi, A. (2011). Compliance behavior of business zakat payment in Malaysia: A theoretical economic exposition. 8th International Conference on Islamic Economics and Finance. http://www.iefpedia.com/english/wp-content/uploads/2011/12/Mohd.Rahim-Khamis.pdf
Liñán, F., & Chen, Y. (2009). Development and cross–cultural application of a specific instrument to measure entrepreneurial intentions. Entrepreneurship Theory and Practice, 33(3), 593–617. https://doi.org/10.1111/j.1540-6520.2009.00318.x DOI: https://doi.org/10.1111/j.1540-6520.2009.00318.x
Lusardi, A., Mitchell, O. S., & Curto, V. (2010). Financial literacy among the young. Journal of Consumer Affairs, 44(2), 358–380. https://doi.org/10.1111/j.1745-6606.2010.01173.x DOI: https://doi.org/10.1111/j.1745-6606.2010.01173.x
Lusia, Ferina. I. (2022). Literasi zakat pelakuusaha mikro dan kecil pedagang kaki lima Terminal Teluk Kuantan (Skripsi). Universitas Islam Kuantan Singingi Teluk Kuantan. http://repository.uniks.ac.id/38/1/SKRIPSI%20FERINA%20INTAN.pdf
Ma’ruf, A., Saleh, S., & Susamto, A. A. (2025). The satisfaction of Muzakki and its determinants: The case of Indonesian professional income zakat payers. Journal of Islamic Marketing. https://doi.org/10.1108/JIMA-05-2024-0195 DOI: https://doi.org/10.1108/JIMA-05-2024-0195
Majid, R., & Maulana, A. (2023). The initial discussions of MSMEs’ green Sukuk through Islamic securities crowdfunding: Behavioral intentions study of prospective investors (pp. 316–343). https://doi.org/10.2991/978-94-6463-176-0_21 DOI: https://doi.org/10.2991/978-94-6463-176-0_21
Mohd Dali, N. R. S., Yousafzai, S., & Abdul Hamid, H. (2019). Religiosity scale development. Journal of Islamic Marketing, 10(1), 227–248. https://doi.org/10.1108/JIMA-11-2016-0087 DOI: https://doi.org/10.1108/JIMA-11-2016-0087
Mustafa, M. O. A., Mohamad, M. H. S., & Adnan, M. A. (2013). Antecedents of zakat payers' trust in an emerging zakat sector: an exploratory study. Journal of Islamic Accounting and Business Research, 4(1), 4-25. https://doi.org/10.1108/17590811311314267 DOI: https://doi.org/10.1108/17590811311314267
Nunnally, J. C. (1978). An overview of psychological measurement. Dalam B. B. Wolman (Ed.), Clinical diagnosis of mental disorders: A handbook (pp. 97–146). Springer US. https://doi.org/10.1007/978-1-4684-2490-4_4 DOI: https://doi.org/10.1007/978-1-4684-2490-4_4
Othman, Y. H.-, Alwi, I., Yusuff, M. S. S., & Saufi, M. S. A. M. (2017). The influence of attitude, subjective norm, and Islamic religiosity on compliance behavior of income zakat among educators. International Journal of Academic Research in Business and Social Sciences, 7(11). https://doi.org/10.6007/ijarbss/v7-i11/3549 DOI: https://doi.org/10.6007/IJARBSS/v7-i11/3549
Peng, T.-C. M., Bartholomae, S., Fox, J. J., & Cravener, G. (2007). The impact of personal finance education delivered in high school and college courses. Journal of Family and Economic Issues, 28(2), 265–284. https://doi.org/10.1007/s10834-007-9058-7 DOI: https://doi.org/10.1007/s10834-007-9058-7
Pertiwi, I. (2020). Pengaruh tingkat pendapatan, literasi zakat dan kepercayaan terhadap minat masyarakat dalam membayar zakat pada Baznas Provinsi Lampung. BWI, Jurnal Ilmu Manajemen Dan Akuntansi, 8(1), 1–9. https://doi.org/10.33366/ref.v8i1.1534
Rahim, S. A. A., Rashid, R. A., & Hamed, A. B. Bin. (2016). Islamic financial literacy and its determinants among university students: An exploratory factor analysis. International Journal of Economics and Financial Issues, 6, 32–35. https://api.semanticscholar.org/CorpusID:157313863
Razak, S. H. A. (2020). Zakat and waqf as instrument of Islamic wealth in poverty alleviation and redistribution: Case of Malaysia. International Journal of Sociology and Social Policy, 40(3–4), 249–266. https://doi.org/10.1108/IJSSP-11-2018-0208 DOI: https://doi.org/10.1108/IJSSP-11-2018-0208
Rehman, K., & Mia, M. A. (2024). Determinants of financial literacy: A systematic review and future research directions. Future Business Journal, 10(1). https://doi.org/10.1186/s43093-024-00365-x DOI: https://doi.org/10.1186/s43093-024-00365-x
Saad, R. A. J., Farouk, A. U., & Abdul Kadir, D. (2020). Business zakat compliance behavioral intention in a developing country. Journal of Islamic Accounting and Business Research, 11(2), 511-530. https://doi.org/10.1108/JIABR-03-2018-0036 DOI: https://doi.org/10.1108/JIABR-03-2018-0036
Sabiq, S. (1983). Fiqh sunnah. Daarul Fikr.
Salma, U., Azizah, A., Suryana, A. M., & Choirin, M. (2021). The impact of zakat against poverty alleviation, inequality & economic growth (Case study of Indonesia). 5 Th International Conference of Zakat Proceedings. https://www.iconzbaznas.com/submission/index.php/proceedings/article/view/339
Sarigul, S., & Rui, H. (2014). Nowcasting obesity in the U.S. using Google search volume data (Issue 166113). https://EconPapers.repec.org/RePEc:ags:aajs14:166113
Sarstedt, M., Ringle, C. M., & Hair, J. F. (2017). Partial least squares structural equation modeling. Dalam Handbook of market research (pp. 1–40). Springer International Publishing. https://doi.org/10.1007/978-3-319-05542-8_15-1 DOI: https://doi.org/10.1007/978-3-319-05542-8_15-1
Sawmar, A. A., & Mohammed, M. O. (2021). Enhancing zakat compliance through good governance: A conceptual framework. ISRA International Journal of Islamic Finance, 13(1), 136–154. https://doi.org/10.1108/IJIF-10-2018-0116 DOI: https://doi.org/10.1108/IJIF-10-2018-0116
Scott, W. (2005). Institutional theory: Contributing to a theoretical research program. https://www.researchgate.net/publication/265348080_Institutional_Theory_Contributing_to_a_Theoretical_Research_Program DOI: https://doi.org/10.1093/oso/9780199276813.003.0022
Shukor, S. A., & Jamal, A. (2013). Developing scales for measuring religiosity in the context of consumer research. Middle East Journal of Scientific Research, 13, 69–74. https://doi.org/10.5829/idosi.mejsr.2013.13.1884
Soemitra, A., & Nasution, J. (2021). The influence of zakat literacy, trust, and ease of digital payments on Generation Z and Y intention in paying zakat to Amil Zakat Organizations. 5th International Conference of Zakat Proceedings. https://doi.org/10.37706/iconz.2021.266
Vamvaka, V., Stoforos, C., Palaskas, T., & Botsaris, C. (2020). Attitude toward entrepreneurship, perceived behavioral control, and entrepreneurial intention: Dimensionality, structural relationships, and gender differences. Journal of Innovation and Entrepreneurship, 9(1). https://doi.org/10.1186/s13731-020-0112-0 DOI: https://doi.org/10.1186/s13731-020-0112-0
Wezel, Filippo Carlo, & Saka-Helmhout, Ayse. (2006). Antecedents and consequences of organizational change: ‘Institutionalizing’ the behavioral theory of the firm. Organization Studies, 27(2), 265–286. https://doi.org/10.1177/0170840605057670 DOI: https://doi.org/10.1177/0170840605057670
Worthington, E. L., Jr., Wade, N. G., Hight, T. L., Ripley, J. S., McCullough, M. E., Berry, J. W., Schmitt, M. M., Berry, J. T., Bursley, K. H., & O'Connor, L. (2003). The Religious Commitment Inventory--10: Development, refinement, and validation of a brief scale for research and counseling. Journal of Counseling Psychology, 50(1), 84–96. https://doi.org/10.1037/0022-0167.50.1.84 DOI: https://doi.org/10.1037//0022-0167.50.1.84
Wu, D., & Mgt, M. (2009). Measuring performance in small and medium enterprises in the information & communication technology industries. https://api.semanticscholar.org/CorpusID:166824275
Yuliani, M., Meliza, D., & Fitrianto, &. (2018). Analisis faktor-faktor penyebab keengganan masyarakat membayar zakat melalui Baznas Kabupaten Kuantan Singingi. Jurnal Tabarru’: Islamic Banking and Finance, 1(2). https://doi.org/10.25299/jtb.2018.vol1(2).2665 DOI: https://doi.org/10.25299/jtb.2018.vol1(2).2665